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1

Deep machine learning for structural health monitoring on ship hulls using acoustic emission method

Karvelis, Petros, Georgoulas, George, Kappatos, Vassilios, Stylios, Chrysostomos

Journal:

Ships and Offshore Structures

Year:

2020

File:

PDF, 2.24 MB

2020

2

Detection of Areas Susceptible to Land Degradation in Cyprus Using Remote Sensed Data and Environmental Quality Indices

Kolios, Stavros, Mitrakos, Stavros, Stylios, Chrysostomos

Journal:

Land Degradation & Development

Year:

2018

Language:

english

File:

PDF, 1.60 MB

english, 2018

3

Optimization Models of Tool Path Problem for CNC Sheet Metal Cutting Machines

Petunin, Alexander A., Stylios, Chrysostomos

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 889 KB

english, 2016

4

[Geotechnologies and the Environment] GIS and Environmental Monitoring Volume 20 ||

Kolios, Stavros, Vorobev, Andrei V., Vorobeva, Gulnara R., Stylios, Chrysostomos

Year:

2017

Language:

english

File:

PDF, 9.28 MB

english, 2017

5

Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links

Elpiniki I. Papageorgiou, Chrysostomos Stylios, Peter P. Groumpos

Journal:

International Journal of Human-Computer Studies

Year:

2006

Language:

english

File:

PDF, 322 KB

english, 2006

6

A fuzzy cognitive map approach to differential diagnosis of specific language impairment

Voula C Georgopoulos, Georgia A Malandraki, Chrysostomos D Stylios

Journal:

Artificial Intelligence in Medicine

Year:

2003

Language:

english

File:

PDF, 784 KB

english, 2003

7

Bearing fault detection based on hybrid ensemble detector and empirical mode decomposition

Georgoulas, George, Loutas, Theodore, Stylios, Chrysostomos D., Kostopoulos, Vassilis

Journal:

Mechanical Systems and Signal Processing

Year:

2013

Language:

english

File:

PDF, 1.55 MB

english, 2013

8

Identification of land cover/land use changes in the greater area of the Preveza peninsula in Greece using Landsat satellite data

Kolios, Stavros, Stylios, Chrysostomos D.

Journal:

Applied Geography

Year:

2013

Language:

english

File:

PDF, 1.23 MB

english, 2013

9

[IEEE 2012 6th IEEE International Conference Intelligent Systems (IS) - Sofia, Bulgaria (2012.09.6-2012.09.8)] 2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS - Decision Support Systems based on a UML description approach

Vasilakos, Spiros, Iacobellis, Giorgio, Stylios, Chrysostomos D., Fanti, Maria Pia

Year:

2012

Language:

english

File:

PDF, 677 KB

english, 2012

10

Sustainable Development of Sea-Corridors and Coastal Waters ||

Stylios, Chrysostomos, Floqi, Tania, Marinski, Jordan, Damiani, Leonardo

Year:

2015

Language:

english

File:

PDF, 9.88 MB

english, 2015

11

A WebGIS platform to monitor environmental conditions in ports and their surroundings in South Eastern Europe

Kolios, Stavros, Stylios, Chrysostomos, Petunin, Aleksandr

Journal:

Environmental Monitoring and Assessment

Year:

2015

Language:

english

File:

PDF, 20.14 MB

english, 2015

12

[IEEE 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Jeju Island, South Korea (2017.7.11-2017.7.15)] 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - An ordinal classification approach for CTG categorization

Georgoulas, George, Karvelis, Petros, Gavrilis, Dimitris, Stylios, Chrysostomos D., Nikolakopoulos, George

Year:

2017

Language:

english

File:

PDF, 741 KB

english, 2017

13

[IEEE 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Aggregate experts knowledge in Fuzzy Cognitive Maps

Mazzuto, Giovanni, Bevilacqua, Maurizio, Stylios, Chrysostomos, Georgopoulos, Voula C.

Year:

2018

Language:

english

File:

PDF, 2.83 MB

english, 2018

14

VR training model for exploiting security in LPWAN

Liagkou, Vasiliki, Stylios, Chrysostomos, Salmas, Dimitrios

Journal:

Year:

2019

Language:

english

File:

PDF, 685 KB

english, 2019

15

Realizing Virtual Reality Learning Environment for Industry 4.0

Liagkou, Vasiliki, Salmas, Dimitrios, Stylios, Chrysostomos

Journal:

Year:

2019

Language:

english

File:

PDF, 733 KB

english, 2019

16

Fuzzy cognitive map architectures for medical decision support systems

Chrysostomos D. Stylios, Voula C. Georgopoulos, Georgia A. Malandraki, Spyridoula Chouliara

Journal:

Applied Soft Computing

Year:

2008

Language:

english

File:

PDF, 699 KB

english, 2008

17

Fuzzy Cognitive Maps: a model for intelligent supervisory control systems

Chrysostomos D. Stylios, Peter P. Groumpos

Journal:

Computers in Industry

Year:

1999

Language:

english

File:

PDF, 223 KB

english, 1999

18

Modelling supervisory control systems using fuzzy cognitive maps

Peter P. Groumpos, Chrysostomos D. Stylios

Journal:

Chaos, Solitons & Fractals

Year:

2000

Language:

english

File:

PDF, 154 KB

english, 2000

19

Complementary case-based reasoning and competitive fuzzy cognitive maps for advanced medical decisions

Voula C. Georgopoulos, Chrysostomos D. Stylios

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2008

Language:

english

File:

PDF, 336 KB

english, 2008

20

Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization

Elpiniki I. Papageorgiou, Konstantinos E. Parsopoulos, Chrysostomos S. Stylios, Petros P. Groumpos, Michael N. Vrahatis

Journal:

Journal of Intelligent Information Systems

Year:

2005

Language:

english

File:

PDF, 216 KB

english, 2005

21

Novel approach for fetal heart rate classification introducing grammatical evolution

George Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos Stylios, João Bernardes, Peter P. Groumpos

Journal:

Biomedical Signal Processing and Control

Year:

2007

Language:

english

File:

PDF, 915 KB

english, 2007

22

The challenge of modelling supervisory systems using fuzzy cognitive maps

Chrysostomos D. Stylios, Peter P. Groumpos

Journal:

Journal of Intelligent Manufacturing

Year:

1998

Language:

english

File:

PDF, 123 KB

english, 1998

23

[IEEE 2012 XXth International Conference on Electrical Machines (ICEM) - Marseille, France (2012.09.2-2012.09.5)] 2012 XXth International Conference on Electrical Machines - Rotor fault diagnosis in asynchronous machines via analysis of the start-up transient into intrinsic mode functions

Georgoulas, George, Tsoumas, Ioannis, Mitronikas, Epaminondas, Stylios, Chrysostomos D., Safacas, Athanasios

Year:

2012

Language:

english

File:

PDF, 614 KB

english, 2012

24

[ACM Press the fourteenth international conference - Philadelphia, Pennsylvania, USA (2012.07.07-2012.07.11)] Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference - GECCO '12 - Integrating particle swarm optimization with reinforcement learning in noisy problems

Piperagkas, Grigoris S., Georgoulas, George, Parsopoulos, Konstantinos E., Stylios, Chrysostomos D., Likas, Aristidis C.

Year:

2012

Language:

english

File:

PDF, 496 KB

english, 2012

25

[IEEE 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY, USA (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets

Georgoulas, George, Georgopoulos, Voula C., Stylios, Chrysostomos D.

Year:

2006

Language:

english

File:

PDF, 208 KB

english, 2006

26

Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction

Fairley, Jacqueline A., Georgoulas, George, Smart, Otis L., Dimakopoulos, George, Karvelis, Petros, Stylios, Chrysostomos D., Rye, David B., Bliwise, Donald L.

Journal:

Computers in Biology and Medicine

Year:

2014

Language:

english

File:

PDF, 1.35 MB

english, 2014

27

Automatic Pattern Identification Based on the Complex Empirical Mode Decomposition of the Startup Current for the Diagnosis of Rotor Asymmetries in Asynchronous Machines

Georgoulas, George, Tsoumas, Ioannis P., Antonino-Daviu, Jose Alfonso, Climente-Alarcon, Vicente, Stylios, Chrysostomos D., Mitronikas, Epaminondas D., Safacas, Athanasios N.

Journal:

IEEE Transactions on Industrial Electronics

Year:

2014

Language:

english

File:

PDF, 2.50 MB

english, 2014

28

[IEEE 2013 IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS) - Porto, Portugal (2013.06.20-2013.06.22)] Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems - An adaptive method for the recovery of missing samples from FHR time series

Oikonomou, Vangelis P., Spilka, Jiri, Stylios, Chrysostomos, Lhostka, Lenka

Year:

2013

File:

PDF, 65 KB

2013

29

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Detection of articulation disorders using Empirical Mode Decomposition and neural networks

Georgoulas, George, Georgopoulos, Voula C., Stylios, George D., Stylios, Chrysostomos D.

Year:

2009

Language:

english

File:

PDF, 8.18 MB

english, 2009

30

[IEEE 2011 IEEE International Conference on Automation Science and Engineering (CASE 2011) - Trieste, Italy (2011.08.24-2011.08.27)] 2011 IEEE International Conference on Automation Science and Engineering - Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps

Stylios, Chrysostomos D., Georgoulas, George

Year:

2011

Language:

english

File:

PDF, 614 KB

english, 2011

31

[IEEE 2006 3rd International IEEE Conference Intelligent Systems - London, UK (2006.09.4-2006.09.6)] 2006 3rd International IEEE Conference Intelligent Systems - Introducing Grammatical Evolution in Fetal Heart Rate Analysis and Classification

Tsoulos, Ioannis, Georgoulas, George, Gavrilis, Dimitris, Stylios, Chrysostomos, Bemardes, Joao, Groumpos, Peter

Year:

2006

Language:

english

File:

PDF, 7.05 MB

english, 2006

32

[IEEE 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY, USA (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making

Papageorgiou, Elpiniki, Stylios, Chrysostomos, Groumpos, Peter

Year:

2006

Language:

english

File:

PDF, 202 KB

english, 2006

33

[IEEE 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Chicago, IL (2014.8.26-2014.8.30)] 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Fuzzy Cognitive Map scenario-based medical decision support systems for education

Georgopoulos, Voula C., Chouliara, Spyridoula, Stylios, Chrysostomos D.

Year:

2014

Language:

english

File:

PDF, 842 KB

english, 2014

34

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Evolutionary dimensionality reduction for crack localization in ship structures using a hybrid computational intelligent approach

Kappatos, Vassilios A., Georgoulas, George, Stylios, Chrysostomos D., Dermatas, Evangelos S.

Year:

2009

Language:

english

File:

PDF, 1.41 MB

english, 2009

35

[IEEE 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE) - Hong Kong, China (2008.06.1-2008.06.6)] 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) - Genetic algorithm enhanced Fuzzy Cognitive Maps for medical diagnosis

Stylios, Chrysostomos D., Georgopoulos, Voula C.

Year:

2008

Language:

english

File:

PDF, 309 KB

english, 2008

36

[IEEE 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Lyon, France (2007.08.22-2007.08.26)] 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Novel Architecture for supporting medical decision making of different data types based on Fuzzy Cognitive Map Framework

Papageorgiou, Elpiniki, Stylios, Chrysostomos, Groumpos, Peter

Year:

2007

Language:

english

File:

PDF, 238 KB

english, 2007

37

[IEEE 2009 17th Mediterranean Conference on Control and Automation (MED) - Thessaloniki, Greece (2009.06.24-2009.06.26)] 2009 17th Mediterranean Conference on Control and Automation - Wavelet usage for feature extraction for crack localization

Georgoulas, George, Stylios, Chrysostomos, Kappatos, Vassilios, Dermatas, Evangelos

Year:

2009

Language:

english

File:

PDF, 362 KB

english, 2009

38

[IEEE 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010) - Buenos Aires (2010.08.31-2010.09.4)] 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology - Fuzzy Cognitive Maps for Medical Decision Support — A paradigm from obstetrics

Stylios, Chrysostomos S, Georgopoulos, Voula C

Year:

2010

Language:

english

File:

PDF, 769 KB

english, 2010

39

[IEEE 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Chicago, IL (2014.8.26-2014.8.30)] 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - A three class treatment of the FHR classification problem using latent class analysis labeling

Georgoulas, George, Spilka, Jiri, Karvelis, Petros, Chudacek, Vaclav, Stylios, Chrysostomos, Lhotska, Lenka

Year:

2014

Language:

english

File:

PDF, 736 KB

english, 2014

40

[IEEE 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Lyon, France (2007.08.22-2007.08.26)] 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Comparison of seven approaches for holter ECG clustering and classification

Chudacek, Vaclav, Petrik, Milan, Georgoulas, George, Cepek, Miroslav, Lhotska, Lenka, Stylios, Chrysostomos

Year:

2007

Language:

english

File:

PDF, 286 KB

english, 2007

41

[IEEE IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society - Vienna, Austria (2013.11.10-2013.11.13)] IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society - An intelligent icons approach for rotor bar fault detection

Karvelis, Petros, Tsoumas, Ioannis P., Georgoulas, George, Stylios, Chrysostomos D., Antonino-Daviu, Jose Alfonso, Climente-Alarcon, Vicente

Year:

2013

Language:

english

File:

PDF, 933 KB

english, 2013

42

FEATURE EXTRACTION AND CLASSIFICATION OF FETAL HEART RATE USING WAVELET ANALYSIS AND SUPPORT VECTOR MACHINES

GEORGOULAS, GEORGE, STYLIOS, CHRYSOSTOMOS, GROUMPOS, PETER

Journal:

International Journal of Artificial Intelligence Tools

Year:

2006

Language:

english

File:

PDF, 1.12 MB

english, 2006

43

Rolling element bearings diagnostics using the Symbolic Aggregate approXimation

Georgoulas, George, Karvelis, Petros, Loutas, Theodoros, Stylios, Chrysostomos D.

Journal:

Mechanical Systems and Signal Processing

Year:

2015

Language:

english

File:

PDF, 1.86 MB

english, 2015

44

Achieving downscaling of Meteosat thermal infrared imagery using artificial neural networks

Kolios, Stavros, Georgoulas, George, Stylios, Chrysostomos

Journal:

International Journal of Remote Sensing

Year:

2013

Language:

english

File:

PDF, 664 KB

english, 2013

45

Sustainable Development of Sea-Corridors and Coastal Waters || Application of Zero Liquid Discharge Water Treatment Units for Wastewater Reclamation: Possible Application in Marine Ports

Stylios, Chrysostomos, Floqi, Tania, Marinski, Jordan, Damiani, Leonardo

Year:

2015

Language:

english

File:

PDF, 776 KB

english, 2015

46

A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors

Karvelis, Petros, Georgoulas, George, Tsoumas, Ioannis, Alfonso Antonino- Daviu, Jose, Climente-Alarcon, Vicente, Stylios, Chrysostomos

Journal:

IEEE Transactions on Industrial Informatics

Year:

2015

Language:

english

File:

PDF, 797 KB

english, 2015

47

[IEEE 2015 IEEE International Conference on Industrial Technology (ICIT) - Seville (2015.3.17-2015.3.19)] 2015 IEEE International Conference on Industrial Technology (ICIT) - Symbolic time series analysis of the soft starting transient in induction machines

Karvelis, Petros, Georgoulas, George, Stylios, Chrysostomos D., Alfonso Antonino-Daviu, Jose, Corral-Hernandez, Jesus, Tsoumas, Ioannis P., Climente-Alarcon, Vicente, Nikolakopoulos, George

Year:

2015

Language:

english

File:

PDF, 992 KB

english, 2015

48

[IEEE 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC) - Redmond, WA, USA (2015.8.17-2015.8.19)] 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC) - Fuzzy Cognitive Maps as a tool for modeling construction labor productivity

Ahn, Seungjun, Chettupuzha, A. J. Antony, Ekyalimpa, Ronald, Hague, Stephen, AbouRizk, Simaan M., Stylios, Chrysostomos D.

Year:

2015

Language:

english

File:

PDF, 1.18 MB

english, 2015

49

[IEEE IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society - Yokohama (2015.11.9-2015.11.12)] IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society - Automatizing the detection of rotor failures in induction motors operated via soft-starters

Georgoulas, George, Karvelis, Petros, Stylios, Chrysostomos D., Tsoumas, Ioannis P., Antonino-Daviu, Jose Alfonso, Corral-Hernandez, Jesus, Climente-Alarcon, Vicente, Nikolakopoulos, George

Year:

2015

Language:

english

File:

PDF, 689 KB

english, 2015

50

[IEEE 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC) - Redmond, WA, USA (2015.8.17-2015.8.19)] 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC) - Symbolic Aggregate approXimation (SAX) under interval uncertainty

Stylios, Chrysostomos D., Kreinovich, Vladik

Year:

2015

Language:

english

File:

PDF, 529 KB

english, 2015

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